README.md

metadata

tags:
  - spacy
  - token-classification
language:
  - tl
license: mit
library_name: spacy
pipeline_tag: token-classification
model-index:
  - name: Medium-sized calamanCy pipeline by L.J. Miranda
    results:
      - task:
          type: token-classification
          name: Named Entity Recognition
        dataset:
          type: tlunified-ner
          name: TLUnified-NER
          split: test
          revision: 3f7dab9d232414ec6204f8d6934b9a35f90a254f
        metrics:
          - type: f1
            value: 0.889
            name: F1
datasets:
  - ljvmiranda921/tlunified-ner

calamanCy: Tagalog NLP pipelines in spaCy

Feature	Description
Name	tl_calamancy_lg
Version	0.1.0
spaCy	>=3.5.0
Default Pipeline	tok2vec, tagger, morphologizer, parser, ner
Components	tok2vec, tagger, morphologizer, parser, ner
Vectors	714435 keys, 714435 unique vectors (300 dimensions)
Sources	TLUnified dataset (Jan Christian Blaise Cruz and Charibeth Cheng) UD_Tagalog-TRG (Stephanie Samson, Daniel Zeman, and Mary Ann C. Tan) UD_Tagalog-Ugnayan (Angelina Aquino)
License	MIT
Author	Lester James V. Miranda

Label Scheme

View label scheme (120 labels for 4 components)

Component	Labels
tagger	ADJ, ADJ_PART, ADP, ADV, ADV_PART, AUX, CCONJ, DET, DET_ADP, DET_PART, INTJ, NOUN, NOUN_PART, NUM, NUM_PART, PART, PRON, PRON_PART, PROPN, PUNCT, SCONJ, VERB, VERB_PART
morphologizer	Aspect=Perf|Mood=Ind|POS=VERB|Voice=Act, Case=Nom|POS=ADP, POS=NOUN, POS=PUNCT, Aspect=Perf|Mood=Ind|POS=VERB|Voice=Pass, Case=Gen|POS=ADP, Case=Gen|Number=Sing|POS=PRON|Person=1|PronType=Prs, Aspect=Imp|Mood=Ind|POS=VERB|Voice=Act, POS=ADV|PronType=Dem, Foreign=Yes|POS=NOUN, Degree=Pos|POS=ADJ, Case=Nom|Number=Sing|POS=PRON|Person=3|PronType=Prs, Case=Nom|Deixis=Med|Number=Sing|POS=PRON|PronType=Dem, Gender=Masc|POS=PROPN, Case=Gen|Number=Sing|POS=PRON|Person=3|PronType=Prs, Degree=Pos|Link=Yes|POS=ADJ, POS=ADP, Case=Dat|POS=ADP, POS=VERB|Polarity=Pos, Aspect=Hab|POS=VERB, POS=SCONJ, Case=Nom|Number=Sing|POS=PRON|Person=1|PronType=Prs, Aspect=Prosp|Mood=Ind|POS=VERB|Voice=Act, POS=ADV, POS=PART|Polarity=Neg, Aspect=Imp|Mood=Ind|POS=VERB|Voice=Pass, Aspect=Perf|Mood=Ind|POS=VERB|Voice=Lfoc, POS=PROPN, Case=Nom|Deixis=Prox|Number=Sing|POS=PRON|PronType=Dem, Gender=Masc|POS=NOUN, Gender=Fem|POS=NOUN, Degree=Pos|Gender=Fem|POS=ADJ, Gender=Fem|POS=PROPN, Case=Nom|Clusivity=In|Number=Dual|POS=PRON|Person=1|PronType=Prs, Number=Plur|POS=DET|PronType=Ind, Case=Nom|Number=Plur|POS=PRON|Person=3|PronType=Prs, POS=PRON|PronType=Prs|Reflex=Yes, Gender=Masc|POS=DET|PronType=Emp, Case=Nom|POS=PRON|PronType=Int, Link=Yes|POS=NOUN, POS=PART|PartType=Int, POS=INTJ|Polarity=Pos, Link=Yes|POS=PART|PartType=Int, POS=VERB|Polarity=Neg, Degree=Pos|POS=ADJ|PronType=Int, Case=Gen|Number=Plur|POS=PRON|Person=3|PronType=Prs, Aspect=Perf|Mood=Ind|POS=VERB|PronType=Int|Voice=Act, Case=Nom|Number=Sing|POS=PRON|Person=2|PronType=Prs, Aspect=Perf|Mood=Ind|POS=VERB|PronType=Int|Voice=Pass, Aspect=Perf|Mood=Ind|POS=VERB|Voice=Ifoc, POS=ADV|PronType=Int, Aspect=Prog|Mood=Ind|POS=VERB|Voice=Act, POS=PART|PartType=Nfh, Deixis=Remt|POS=ADV|PronType=Dem, Aspect=Imp|Mood=Pot|POS=VERB|Voice=Act, Link=Yes|POS=VERB|Polarity=Pos, Link=Yes|POS=VERB|Polarity=Neg, POS=PART|PartType=Des, Mood=Imp|POS=AUX|Polarity=Neg, Case=Nom|Link=Yes|Number=Plur|POS=PRON|Person=2|PronType=Prs, Case=Nom|Link=Yes|Number=Sing|POS=PRON|Person=3|PronType=Prs, Aspect=Prog|Mood=Ind|POS=VERB|Voice=Pass, Aspect=Prog|Mood=Ind|POS=VERB|Voice=Lfoc, Aspect=Prog|Mood=Ind|POS=VERB|Voice=Bfoc, POS=DET|PronType=Tot, Case=Dat|Link=Yes|Number=Sing|POS=PRON|Person=3|PronType=Prs, Link=Yes|POS=PRON|PronType=Prs|Reflex=Yes, Mood=Imp|POS=VERB|Voice=Act, Case=Dat|Number=Sing|POS=PRON|Person=3|PronType=Prs, Mood=Imp|POS=VERB|Voice=Lfoc, Case=Gen|Number=Sing|POS=PRON|Person=2|PronType=Prs, Mood=Imp|POS=VERB|Voice=Pass, Case=Gen|Clusivity=In|Number=Plur|POS=PRON|Person=1|PronType=Prs, Aspect=Hab|POS=VERB|Voice=Pass, Gender=Masc|Link=Yes|POS=PROPN, Case=Gen|Link=Yes|Number=Sing|POS=PRON|Person=3|PronType=Prs, Case=Gen|Link=Yes|Number=Sing|POS=PRON|Person=1|PronType=Prs, POS=ADJ, POS=PART, POS=PRON, POS=VERB, POS=INTJ, POS=CCONJ, POS=NUM, POS=DET
parser	ROOT, advmod, case, dep, nmod, nsubj, obj, obl, punct
ner	LOC, ORG, PER

Citation

@inproceedings{miranda-2023-calamancy,
    title = "calaman{C}y: A {T}agalog Natural Language Processing Toolkit",
    author = "Miranda, Lester James",
    booktitle = "Proceedings of the 3rd Workshop for Natural Language Processing Open Source Software (NLP-OSS 2023)",
    month = dec,
    year = "2023",
    address = "Singapore, Singapore",
    publisher = "Empirical Methods in Natural Language Processing",
    url = "https://aclanthology.org/2023.nlposs-1.1",
    pages = "1--7",
}